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Grafana Labs💡 AI will likely be integral to <a href="https://grafana.social/tags/observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#observability</a> in the future. In this blog, we share the Grafana Labs perspective on the role of <a href="https://grafana.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> in observability and how it's influencing the tools we're building to help our users: <a href="https://grafana.com/blog/2025/08/14/ai-in-observability-at-grafana-labs-making-observability-easy-and-accessible-for-everyone/?camp=assistant-pub&mdm=social&src=masto" rel="nofollow noopener" translate="no" target="_blank">https://grafana.com/blog/2025/08/14/ai-in-observability-at-grafana-labs-making-observability-easy-and-accessible-for-everyone/?camp=assistant-pub&mdm=social&src=masto</a>

OpenSearch Project🚀 Diving deep into distributed microservices with OpenSearch and OpenTelemetry Discover how enhanced service maps, span grouping, and latency charts in the latest Trace Analytics plugin help you trace issues faster. See how OpenTelemetry + Data Prepper can be used for end-to-end visibility. 📖 Read the blog: <a href="https://opensearch.org/blog/diving-deep-into-distributed-microservices-with-opensearch-and-opentelemetry/" rel="nofollow noopener" translate="no" target="_blank">https://opensearch.org/blog/diving-deep-into-distributed-microservices-with-opensearch-and-opentelemetry/</a><a href="https://fosstodon.org/tags/OpenSearch" class="mention hashtag" rel="nofollow noopener" target="_blank">#OpenSearch</a> <a href="https://fosstodon.org/tags/OpenTelemetry" class="mention hashtag" rel="nofollow noopener" target="_blank">#OpenTelemetry</a> <a href="https://fosstodon.org/tags/Observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#Observability</a> <a href="https://fosstodon.org/tags/Microservices" class="mention hashtag" rel="nofollow noopener" target="_blank">#Microservices</a> <a href="https://fosstodon.org/tags/search" class="mention hashtag" rel="nofollow noopener" target="_blank">#search</a>

ck 👨‍💻When you roll out <a href="https://fosstodon.org/@opentelemetry" class="u-url mention" rel="nofollow noopener" target="_blank">@opentelemetry</a> Collector in a large scale <a href="https://noc.social/tags/observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#observability</a> setup, it's a matter of time until you hit a few bumps.One of these bumps is the <a href="https://noc.social/tags/OpenTelemetry" class="mention hashtag" rel="nofollow noopener" target="_blank">#OpenTelemetry</a> Collector's default listener for internal metrics. When a server already uses this listener port, there's obviously a port conflict and the collector won't start.More technical details and a <a href="https://noc.social/tags/Systemd" class="mention hashtag" rel="nofollow noopener" target="_blank">#Systemd</a> service workaround in my latest <a href="https://noc.social/tags/blog" class="mention hashtag" rel="nofollow noopener" target="_blank">#blog</a> post.<a href="https://www.claudiokuenzler.com/blog/1496/opentelemetry-collector-otelcol-error-failed-create-sdk-bind-address-already-in-use" rel="nofollow noopener" target="_blank">https://www.claudiokuenzler.com/blog/1496/opentelemetry-collector-otelcol-error-failed-create-sdk-bind-address-already-in-use</a>

Nicole van der Hoeven🔴 Live now with my colleagues Jay Clifford and Salva Corts to talk about structured metadata in this month's <a href="https://grafana.social/@grafana" class="u-url mention" rel="nofollow noopener" target="_blank">@grafana</a> <a href="https://pkm.social/tags/loki" class="mention hashtag" rel="nofollow noopener" target="_blank">#loki</a> community call! <a href="https://youtube.com/live/IKdRzjwFXYI" rel="nofollow noopener" translate="no" target="_blank">https://youtube.com/live/IKdRzjwFXYI</a><a href="https://pkm.social/tags/observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#observability</a> <a href="https://pkm.social/tags/grafana" class="mention hashtag" rel="nofollow noopener" target="_blank">#grafana</a>

OpenTelemetry⏳ Haven’t shared your experience with the OpenTelemetry Collector yet? There’s still time!Our follow-up survey is still open, and we’re inviting all Collector users to help us understand: - What’s improved - What still needs work - How we can better support your use casesEven if you responded to the first survey, we’d love your updated perspective.📝 Take 5 minutes and tell us what’s up → <a href="https://buff.ly/Ghoh5H9" rel="nofollow noopener" translate="no" target="_blank">https://buff.ly/Ghoh5H9</a><a href="https://fosstodon.org/tags/OpenTelemetry" class="mention hashtag" rel="nofollow noopener" target="_blank">#OpenTelemetry</a> <a href="https://fosstodon.org/tags/otel" class="mention hashtag" rel="nofollow noopener" target="_blank">#otel</a> <a href="https://fosstodon.org/tags/otelcollector" class="mention hashtag" rel="nofollow noopener" target="_blank">#otelcollector</a> <a href="https://fosstodon.org/tags/observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#observability</a>

James :csharp: :aws_logo:Should you create parent-child relationships or use span links when building event-driven systems? The answer, in my opinion, is a bit more nuanced than to just choose one or the other.Find out why in this blog post by Candace Sahmieh on the <a href="https://hachyderm.io/tags/Datadog" class="mention hashtag" rel="nofollow noopener" target="_blank">#Datadog</a> blog.<a href="https://hachyderm.io/tags/eventdrivenarchitecture" class="mention hashtag" rel="nofollow noopener" target="_blank">#eventdrivenarchitecture</a> <a href="https://hachyderm.io/tags/systemdesign" class="mention hashtag" rel="nofollow noopener" target="_blank">#systemdesign</a> <a href="https://hachyderm.io/tags/observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#observability</a><a href="https://www.datadoghq.com/blog/parent-child-vs-span-links-tracing/" rel="nofollow noopener" translate="no" target="_blank">https://www.datadoghq.com/blog/parent-child-vs-span-links-tracing/</a> <a href="https://www.datadoghq.com/blog/parent-child-vs-span-links-tracing/" rel="nofollow noopener" translate="no" target="_blank">https://www.datadoghq.com/blog/parent-child-vs-span-links-tracing/</a>

Grafana Labs🛰️ International Space Station <a href="https://grafana.social/tags/observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#observability</a> isn't rocket science. It's <a href="https://grafana.social/tags/Grafana" class="mention hashtag" rel="nofollow noopener" target="_blank">#Grafana</a>. Golden Grot Award winner Ruben Fernandez shares everything you can observe with his dashboard. Check out his quick 2-minute video: <a href="https://www.youtube.com/watch?v=1T2QIeU3EYQ" rel="nofollow noopener" translate="no" target="_blank">https://www.youtube.com/watch?v=1T2QIeU3EYQ</a> From your cluster to the cosmos — the possibilities are endless with <a href="https://grafana.social/tags/GrafanaEverywhere" class="mention hashtag" rel="nofollow noopener" target="_blank">#GrafanaEverywhere</a>.

Grafana Labs🇮🇳 <a href="https://grafana.social/tags/KubeCon" class="mention hashtag" rel="nofollow noopener" target="_blank">#KubeCon</a> India booth S7 is where it's at! Thanks to those who stopped by yesterday. Day 2 is just beginning and we're here to answer your questions about <a href="https://grafana.social/tags/observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#observability</a> and <a href="https://grafana.social/tags/Kubernetes" class="mention hashtag" rel="nofollow noopener" target="_blank">#Kubernetes</a> monitoring, showcase cool demos, and send you off with <a href="https://grafana.social/tags/Grafana" class="mention hashtag" rel="nofollow noopener" target="_blank">#Grafana</a> swag!

CorootYou asked for it, and size-capped telemetry retention in <a href="https://mastodon.social/tags/Clickhouse" class="mention hashtag" rel="nofollow noopener" target="_blank">#Clickhouse</a> is here in <a href="https://mastodon.social/tags/Coroot" class="mention hashtag" rel="nofollow noopener" target="_blank">#Coroot</a> v1.13! <a href="https://t.ly/vreLC" rel="nofollow noopener" translate="no" target="_blank">https://t.ly/vreLC</a> Specify the size of log and trace data you would like to keep, and Coroot will handle the rest: automatically dropping the oldest data when disk usage gets too high.<a href="https://mastodon.social/tags/kubernetes" class="mention hashtag" rel="nofollow noopener" target="_blank">#kubernetes</a> <a href="https://mastodon.social/tags/clickhouse" class="mention hashtag" rel="nofollow noopener" target="_blank">#clickhouse</a> <a href="https://mastodon.social/tags/databases" class="mention hashtag" rel="nofollow noopener" target="_blank">#databases</a> <a href="https://mastodon.social/tags/observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#observability</a> <a href="https://mastodon.social/tags/tech" class="mention hashtag" rel="nofollow noopener" target="_blank">#tech</a> <a href="https://mastodon.social/tags/IT" class="mention hashtag" rel="nofollow noopener" target="_blank">#IT</a> <a href="https://mastodon.social/tags/opensource" class="mention hashtag" rel="nofollow noopener" target="_blank">#opensource</a> <a href="https://mastodon.social/tags/FOSS" class="mention hashtag" rel="nofollow noopener" target="_blank">#FOSS</a> <a href="https://mastodon.social/tags/Sysadmin" class="mention hashtag" rel="nofollow noopener" target="_blank">#Sysadmin</a> <a href="https://mastodon.social/tags/SRE" class="mention hashtag" rel="nofollow noopener" target="_blank">#SRE</a> <a href="https://mastodon.social/tags/DevOps" class="mention hashtag" rel="nofollow noopener" target="_blank">#DevOps</a>

wiggitywhitneyHow do you trace a user’s journey through a maze of microservices? ヽ(。_°)ノIn this 10-min 🌩️ Thunder episode, Jaeger maintainer Jonah Kowall covers tracing, scaling, sampling, and how OpenTelemetry fits in.Watch → <a href="https://youtu.be/DGELUM-tSq4" rel="nofollow noopener" translate="no" target="_blank">https://youtu.be/DGELUM-tSq4</a><a href="https://hachyderm.io/tags/Jaeger" class="mention hashtag" rel="nofollow noopener" target="_blank">#Jaeger</a> <a href="https://hachyderm.io/tags/OpenTelemetry" class="mention hashtag" rel="nofollow noopener" target="_blank">#OpenTelemetry</a> <a href="https://hachyderm.io/tags/Observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#Observability</a> <a href="https://hachyderm.io/tags/DevOps" class="mention hashtag" rel="nofollow noopener" target="_blank">#DevOps</a> <a href="https://hachyderm.io/tags/Kubernetes" class="mention hashtag" rel="nofollow noopener" target="_blank">#Kubernetes</a> <a href="https://hachyderm.io/tags/CloudNative" class="mention hashtag" rel="nofollow noopener" target="_blank">#CloudNative</a>

QCon Software ConferencesJoin Wayne Bell @Skyscanner & Dan Gomez Blanco <a href="https://techhub.social/@new" class="u-url mention" rel="nofollow noopener" target="_blank">@new</a> Relic at <a href="https://techhub.social/tags/InfoQDevSummit" class="mention hashtag" rel="nofollow noopener" target="_blank">#InfoQDevSummit</a> Munich (Oct 15-16). They'll share how they built a future-proof observability platform using OpenTelemetry to empower engineers. 🔗 <a href="https://bit.ly/45tvq9U" rel="nofollow noopener" translate="no" target="_blank">https://bit.ly/45tvq9U</a> <a href="https://techhub.social/tags/Observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#Observability</a> <a href="https://techhub.social/tags/OpenTelemetry" class="mention hashtag" rel="nofollow noopener" target="_blank">#OpenTelemetry</a> <a href="https://techhub.social/tags/PlatformEngineering" class="mention hashtag" rel="nofollow noopener" target="_blank">#PlatformEngineering</a>

dch :flantifa: :flan_hacker:<a href="https://bsd.network/tags/FreeBSD" class="mention hashtag" rel="nofollow noopener" target="_blank">#FreeBSD</a> recommendations for <a href="https://bsd.network/tags/monitoring" class="mention hashtag" rel="nofollow noopener" target="_blank">#monitoring</a> <a href="https://bsd.network/tags/alerting" class="mention hashtag" rel="nofollow noopener" target="_blank">#alerting</a> <a href="https://bsd.network/tags/observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#observability</a> sought. I have a much loved collectd + riemann that needs an upgrade.Target is about 10 servers and 200 jails.No apache2 /php, nagios or clones thereof please. I don’t have these in my stack today, and my expertise in managing them is about 20 years out of date. I prefer to avoid JVM stuff but I’m not violently against it.Doesn’t have to be in ports yet ( like <a href="https://sensu.io/" rel="nofollow noopener" target="_blank">https://sensu.io/</a> server) if it’s in a friendly language.

Dotan Horovits #CNCFAmbassadorThe <a href="https://fosstodon.org/@OpenSearchProject" class="u-url mention" rel="nofollow noopener" target="_blank">@OpenSearchProject</a> has recently joined <a href="https://social.lfx.dev/@linuxfoundation" class="u-url mention" rel="nofollow noopener" target="_blank">@linuxfoundation</a> as a top-level project. On my latest episode of OpenObservability Talks, Technical Steering Committee (TSC) member Pallavi Priyadarshini shared an insider view into the TSC and the community: <a href="https://medium.com/p/fb526e0d44e5" rel="nofollow noopener" translate="no" target="_blank">https://medium.com/p/fb526e0d44e5</a><a href="https://fosstodon.org/tags/OpenSearch" class="mention hashtag" rel="nofollow noopener" target="_blank">#OpenSearch</a> <a href="https://fosstodon.org/tags/opensource" class="mention hashtag" rel="nofollow noopener" target="_blank">#opensource</a> <a href="https://fosstodon.org/tags/observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#observability</a>

OpenSearch Project🚀 Here’s a quick snippet from the AWS observability demo — see how their tools provide real-time insights and simplify troubleshooting.Catch the full video for the complete deep dive! <a href="https://youtu.be/bju8wGdZYLU" rel="nofollow noopener" translate="no" target="_blank">https://youtu.be/bju8wGdZYLU</a><a href="https://fosstodon.org/tags/Observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#Observability</a> <a href="https://fosstodon.org/tags/AWS" class="mention hashtag" rel="nofollow noopener" target="_blank">#AWS</a> <a href="https://fosstodon.org/tags/OpenSearch" class="mention hashtag" rel="nofollow noopener" target="_blank">#OpenSearch</a> <a href="https://fosstodon.org/tags/Opensource" class="mention hashtag" rel="nofollow noopener" target="_blank">#Opensource</a>

SoftwareMillWant to optimize your cloud spending without sacrificing performance? 🚀We’re here to help you👉 <a href="https://sml.io/cloud-cost-reduction-services" rel="nofollow noopener" translate="no" target="_blank">https://sml.io/cloud-cost-reduction-services</a>Cloud infrastructure costs can rise uncontrollably without a proper strategy. We work with companies to analyze their cloud usage and implement strategic cost-reduction measures - tailored to their business goals.<a href="https://softwaremill.social/tags/CloudCostOptimization" class="mention hashtag" rel="nofollow noopener" target="_blank">#CloudCostOptimization</a> <a href="https://softwaremill.social/tags/CloudCostReduction" class="mention hashtag" rel="nofollow noopener" target="_blank">#CloudCostReduction</a> <a href="https://softwaremill.social/tags/Cloud" class="mention hashtag" rel="nofollow noopener" target="_blank">#Cloud</a> <a href="https://softwaremill.social/tags/DevOps" class="mention hashtag" rel="nofollow noopener" target="_blank">#DevOps</a> <a href="https://softwaremill.social/tags/Observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#Observability</a>

Marcin GrzejszczakWow, I'm thrilled to announce that there are over 100 signups for today's presentation on observability! 🎉 If you haven't registered yet, there's still time to join us. Don't miss out on this chance to enhance your knowledge - secure your spot now at <a href="https://maven.com/p/1dcc10/observability-of-your-application" rel="nofollow noopener" translate="no" target="_blank">https://maven.com/p/1dcc10/observability-of-your-application</a>.<a href="https://fosstodon.org/tags/java" class="mention hashtag" rel="nofollow noopener" target="_blank">#java</a> <a href="https://fosstodon.org/tags/observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#observability</a>

Marcin GrzejszczakLess than 24h to go! Join my free lightning talk on observability (Fri, July 25 @ 7PM GMT+2): 👉 <a href="https://maven.com/p/1dcc10/observability-of-your-application" rel="nofollow noopener" translate="no" target="_blank">https://maven.com/p/1dcc10/observability-of-your-application</a>Live demo, real debugging, and a sneak peek at my upcoming Microservices + Observability workshop 👀 <a href="https://fosstodon.org/tags/observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#observability</a> <a href="https://fosstodon.org/tags/java" class="mention hashtag" rel="nofollow noopener" target="_blank">#java</a> <a href="https://fosstodon.org/tags/microservices" class="mention hashtag" rel="nofollow noopener" target="_blank">#microservices</a>

Dotan Horovits #CNCFAmbassadorDid you miss the first-ever Open Observability Summit, which took place last month in Denver by the @CloudNativeFdn?Stay tuned to this month's episode of OpenObservability Talks with all the highlights. coming out next week, follow on your favorite app to get it: 🎧 <a href="https://creators.spotify.com/pod/profile/openobservability/" rel="nofollow noopener" translate="no" target="_blank">https://creators.spotify.com/pod/profile/openobservability/</a> 📺 <a href="https://www.youtube.com/@openobservabilityTalks" rel="nofollow noopener" translate="no" target="_blank">https://www.youtube.com/@openobservabilityTalks</a> <a href="https://fosstodon.org/tags/o11ySummit" class="mention hashtag" rel="nofollow noopener" target="_blank">#o11ySummit</a> <a href="https://fosstodon.org/tags/otelday" class="mention hashtag" rel="nofollow noopener" target="_blank">#otelday</a> <a href="https://fosstodon.org/tags/opensource" class="mention hashtag" rel="nofollow noopener" target="_blank">#opensource</a> <a href="https://fosstodon.org/tags/observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#observability</a> <a href="https://fosstodon.org/tags/ossummit" class="mention hashtag" rel="nofollow noopener" target="_blank">#ossummit</a> <a href="https://fosstodon.org/tags/cloudnative" class="mention hashtag" rel="nofollow noopener" target="_blank">#cloudnative</a>

Eric D. SchabellMastering Fluent Bit series continues, improving inner development loop with <a href="https://fosstodon.org/tags/developer" class="mention hashtag" rel="nofollow noopener" target="_blank">#developer</a> tips for the @fluentbit service section. Learn how to make your life easier when building <a href="https://fosstodon.org/tags/cloudnative" class="mention hashtag" rel="nofollow noopener" target="_blank">#cloudnative</a> <a href="https://fosstodon.org/tags/observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#observability</a> and telemetry pipelines! @chronosphereio <a href="https://fosstodon.org/tags/o11y" class="mention hashtag" rel="nofollow noopener" target="_blank">#o11y</a> <a href="https://bit.ly/mastering-fluent-bit-service-section-config" rel="nofollow noopener" translate="no" target="_blank">https://bit.ly/mastering-fluent-bit-service-section-config</a>

Marcin Grzejszczak🧪 Observability of your Application Lightning talk → Friday, July 25 @ 7PM GMT+2I’ll show how to use Micrometer, metrics, traces, and logs to debug real latency and errors—fast. Join here → <a href="https://maven.com/p/1dcc10/observability-of-your-application" rel="nofollow noopener" translate="no" target="_blank">https://maven.com/p/1dcc10/observability-of-your-application</a><a href="https://fosstodon.org/tags/Observability" class="mention hashtag" rel="nofollow noopener" target="_blank">#Observability</a> <a href="https://fosstodon.org/tags/Java" class="mention hashtag" rel="nofollow noopener" target="_blank">#Java</a> <a href="https://fosstodon.org/tags/Micrometer" class="mention hashtag" rel="nofollow noopener" target="_blank">#Micrometer</a> <a href="https://fosstodon.org/tags/SpringCloud" class="mention hashtag" rel="nofollow noopener" target="_blank">#SpringCloud</a>

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